October 2013
Beginner to intermediate
350 pages
13h 7m
English
Content preview from Feature Extraction and Image Processing
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8
Introduction to texture
description,
segmentation and
classification
8.1 Overview
This chapter is concerned with how we can use many of the feature extraction and description
techniques presented earlier to characterise regions in an image. The aim here is to describe
how we can collect measurements for purposes of recognition, using texture.
We shall first look at what is meant by texture and then how we can use Fourier
transform techniques, statistics and region measures to describe it. We shall then look at
how the measurements provided by these techniques, the description of the texture, can be
collected together to recognise it. Finally, we shall ...
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